Papers
TransLLaMa: LLM-based Simultaneous Translation System
Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura
LLM-supertagger: Categorial Grammar Supertagging via Large Language Models
Jinman Zhao, Gerald Penn
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
Silin Meng, Yiwei Wang, Cheng-Fu Yang et al.
Dynamic Planning for LLM-based Graphical User Interface Automation
Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen et al.
LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble
Yujeong Lee, Sangwoo Shin, Wei-Jin Park et al.
HoneyComb: A Flexible LLM-Based Agent System for Materials Science
Huan Zhang, Yu Song, Ziyu Hou et al.
An Evaluation Mechanism of LLM-based Agents on Manipulating APIs
Bing Liu, Zhou Jianxiang, Dan Meng et al.
FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation
Si Chen, Feiyang Kang, Ning Yu et al.
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions
Jordan Meadows, Tamsin Emily James, Andre Freitas
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature
Uri Katz, Mosh Levy, Yoav Goldberg
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
Dongyuan Li, Ying Zhang, Zhen Wang et al.
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani Tur et al.
A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation
Irune Zubiaga, Aitor Soroa, Rodrigo Agerri
A Survey on Detection of LLMs-Generated Content
Xianjun Yang, Liangming Pan, Xuandong Zhao et al.
TrustAgent: Towards Safe and Trustworthy LLM-based Agents
Wenyue Hua, Xianjun Yang, Mingyu Jin et al.
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
Ruixuan Xiao, Wentao Ma, Ke Wang et al.
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
Jiahao Ying, Mingbao Lin, Yixin Cao et al.
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval
Kazuaki Furumai, Roberto Legaspi, Julio Cesar Vizcarra Romero et al.
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification
Ruike Zhang, Yuan Tian, Penghui Wei et al.
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
Yun-Shiuan Chuang, Krirk Nirunwiroj, Zach Studdiford et al.
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection
Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments
Ruirui Chen, Weifeng Jiang, Chengwei Qin et al.
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles
Xiao Pu, Tianxing He, Xiaojun Wan
LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation
Yongjing Yin, Jiali Zeng, Yafu Li et al.
Analyzing Context Contributions in LLM-based Machine Translation
Emmanouil Zaranis, Nuno M Guerreiro, Andre Martins